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. 2019 Jan 16;38(11):2074–2102. doi: 10.1002/sim.8086

Table 5.

The different datasets that may be involved in a simulation study

Dataset Description and Notes
Simulated A dataset of size n obs produced with some element of random‐number generation, to
which one or more methods are applied to produce some quantity relating to
the target of the study, such as an estimate of θ.
Estimatesa Dataset containing n sim summaries of information from
repetitions (eg,  θ^, SE^(θ^), indication of hypothesis rejection)
for each combination of data‐generating mechanism, method, and target (eg, each estimand).
States Dataset of containing n sim + 1 random‐number‐generator states: the
start state for each simulated dataset and the final state (see Section 4.1).
Performance measures Dataset containing estimated performance and Monte Carlo standard
errors for each data‐generating mechanism, method and target.
a

or corresponding summaries for nonestimand targets